NEW DIRECTIONS IN QUALITY MANAGEMENT FOR ADVANCED MANUFACTURING PROCESSES: STANDARDIZATION AND INNOVATION IN THE CONTEXT OF EDM

The continuous evolution of advanced manufacturing processes, such as Electrical Discharge Machining (EDM), calls for a redefinition of quality management practices. While standardization remains a foundation for consistency and compliance, the dynamic nature of EDM processes exposes the limitations of conventional quality frameworks. This paper explores emerging directions in quality management by analysing the interplay between standardization and innovation within EDM environments. It highlights the need for updated or process-specific standards, the role of digital transformation in real-time quality assurance, and the integration of intelligent audit systems based on risk and data analytics. Furthermore, the study outlines key challenges in implementing quality systems in EDM—such as tool wear, surface integrity, and micro-defects—and presents potential solutions involving sensor-based monitoring and AI-driven decision support. By bridging the gap between rigid standards and adaptive innovation, this work proposes a hybrid quality management model tailored to the unique characteristics of EDM. The findings aim to support manufacturers in enhancing product reliability, operational efficiency, and long-term competitiveness.

Authors

Publication Details

Journal
Annals of the Academy of Romanian Scientists Series on Economy Law and Sociology
Published
2025-01-01
DOI
https://doi.org/10.56082/annalsarscieco.2025.3.33
Primary Topic
Advanced Machining and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

NEW DIRECTIONS IN QUALITY MANAGEMENT FOR ADVANCED MANUFACTURING PROCESSES: STANDARDIZATION AND INNOVATION IN THE CONTEXT OF EDM

Aurel Mihail Țîțu, Ioan Dănuț Iuonas
Annals of the Academy of Romanian Scientists Series on Economy Law and Sociology
Advanced Machining and Optimization Techniques
article

NEW DIRECTIONS IN QUALITY MANAGEMENT FOR ADVANCED MANUFACTURING PROCESSES: STANDARDIZATION AND INNOVATION IN THE CONTEXT OF EDM

Aurel Mihail Țîțu, Ioan Dănuț Iuonas
article en

Abstract

The continuous evolution of advanced manufacturing processes, such as Electrical Discharge Machining (EDM), calls for a redefinition of quality management practices. While standardization remains a foundation for consistency and compliance, the dynamic nature of EDM processes exposes the limitations of conventional quality frameworks. This paper explores emerging directions in quality management by analysing the interplay between standardization and innovation within EDM environments. It highlights the need for updated or process-specific standards, the role of digital transformation in real-time quality assurance, and the integration of intelligent audit systems based on risk and data analytics. Furthermore, the study outlines key challenges in implementing quality systems in EDM—such as tool wear, surface integrity, and micro-defects—and presents potential solutions involving sensor-based monitoring and AI-driven decision support. By bridging the gap between rigid standards and adaptive innovation, this work proposes a hybrid quality management model tailored to the unique characteristics of EDM. The findings aim to support manufacturers in enhancing product reliability, operational efficiency, and long-term competitiveness.

Annals of the Academy of Romanian Scientists Series on Economy Law and SociologyVol. 8(3)
Openalex Percentile: Top 78%
Advanced Machining and Optimization Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

NEW DIRECTIONS IN QUALITY MANAGEMENT FOR ADVANCED MANUFACTURING PROCESSES: STANDARDIZATION AND INNOVATION IN THE CONTEXT OF EDM — Aurel Mihail Țîțu, Ioan Dănuț Iuonas · Annals of the Academy of Romanian Scientists Series on Economy Law and Sociology (2025) | TGRS Research Map | TGRS